Triple
T3859589
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scottish trunk road network |
E90101
|
entity |
| Predicate | connectsPort |
P845
|
FINISHED |
| Object |
Forth ports
Forth Ports is a major UK port operator managing several key commercial harbours and terminals around the Firth of Forth in eastern Scotland.
|
E392227
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Forth ports | Statement: [Scottish trunk road network, connectsPort, Forth ports]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Forth ports Context triple: [Scottish trunk road network, connectsPort, Forth ports]
-
A.
Outer Forth
Outer Forth is the seaward, outer section of Scotland’s Firth of Forth estuary, where the river broadens toward the North Sea.
-
B.
Inner Forth
Inner Forth is the upper, more inland section of Scotland’s Firth of Forth estuary, known for its industrial heritage, wetlands, and important wildlife habitats.
-
C.
UNIPORT
UNIPORT is a Nigerian federal university located in Port Harcourt, renowned for its programs in petroleum engineering and other science and humanities disciplines.
-
D.
Centronics parallel port
The Centronics parallel port is a standardized interface originally developed for connecting printers and other peripherals to computers, widely used on early personal computers before the advent of USB.
-
E.
FLOW-MATIC programming language
FLOW-MATIC programming language is an early English-like business data processing language developed in the 1950s that heavily influenced the design of COBOL.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Forth ports Triple: [Scottish trunk road network, connectsPort, Forth ports]
Generated description
Forth Ports is a major UK port operator managing several key commercial harbours and terminals around the Firth of Forth in eastern Scotland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Forth ports Target entity description: Forth Ports is a major UK port operator managing several key commercial harbours and terminals around the Firth of Forth in eastern Scotland.
-
A.
Outer Forth
Outer Forth is the seaward, outer section of Scotland’s Firth of Forth estuary, where the river broadens toward the North Sea.
-
B.
Inner Forth
Inner Forth is the upper, more inland section of Scotland’s Firth of Forth estuary, known for its industrial heritage, wetlands, and important wildlife habitats.
-
C.
UNIPORT
UNIPORT is a Nigerian federal university located in Port Harcourt, renowned for its programs in petroleum engineering and other science and humanities disciplines.
-
D.
Centronics parallel port
The Centronics parallel port is a standardized interface originally developed for connecting printers and other peripherals to computers, widely used on early personal computers before the advent of USB.
-
E.
FLOW-MATIC programming language
FLOW-MATIC programming language is an early English-like business data processing language developed in the 1950s that heavily influenced the design of COBOL.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69aed95b3c088190a8f85d19e6070599 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeec1ff39c8190b83a88abd840a0e3 |
completed | March 9, 2026, 3:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b50424b23c8190b888cfb79e26e758 |
completed | March 14, 2026, 6:45 a.m. |
| NEDg | Description generation | batch_69b504ff7624819089f98794ec97ed8f |
completed | March 14, 2026, 6:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b50594e4888190b2db45eee2a988a7 |
completed | March 14, 2026, 6:52 a.m. |
Created at: March 9, 2026, 3:19 p.m.